From: Learning versus optimal intervention in random Boolean networks
Network | Optimal | Cost Opt. | XCS | XCS | XCS |
---|---|---|---|---|---|
Number | Cost | Rule Count | Avg. Cost | Rule Count | Time |
1 | 3.41 | 18 | 7.35 | 43.32 | 72.6 |
2 | 1.63 | 12 | 4.35 | 21.8 | 53.44 |
3 | 2.00 | 5 | 3.73 | 17.36 | 47.16 |
4 | 3.25 | 11 | 6.82 | 22.04 | 70 |
5 | 1.91 | 19 | 6.20 | 15.88 | 85.72 |
6 | 2.19 | 12 | 6.43 | 27.72 | 97.04 |
7 | 2.16 | 7 | 4.72 | 18.64 | 48.64 |
8 | 2.69 | 13 | 5.52 | 32.32 | 63.48 |
9 | 3.59 | 9 | 7.30 | 40.32 | 87.96 |
10 | 3.13 | 10 | 6.40 | 35.56 | 112.6 |